All models

Every model seen in public Tokscale submissions, grouped by lab. Each lab lists its top models first; search or pick a lab to see the rest. Open a model for its trend, token mix, agents, benchmarks and prices.

Oct 14 – Nov 12, 2026 (UTC)961 accounts100% of tokens from an identified modelData through Nov 12, 2026, 07:40 UTCHow we count

998 models

Each lab lists its top 5 by active users. Use “Show more”, pick a lab or search to see the rest.

Anthropic 87 models

About Anthropic
  • Claude Opus 5.5claude-opus-5-5
    714active users12.3T tokens · 74% adoption · $4.8M est. cost714 active users74% adoption12.3T tokens$4.8M estimated cost
  • Claude Sonnet 5.5claude-sonnet-5-5
    558active users1.1T tokens · 58% adoption · $231.3K est. cost558 active users58% adoption1.1T tokens$231.3K estimated cost
  • Claude Haiku 5.5claude-haiku-5-5
    479active users178.7B tokens · 50% adoption · $11.5K est. cost479 active users50% adoption178.7B tokens$11.5K estimated cost
  • Claude Fable 5.1claude-fable-5-1
    363active users475.3B tokens · 38% adoption · $656.6K est. cost363 active users38% adoption475.3B tokens$656.6K estimated cost
  • Claude Opus 4.8claude-opus-4-8
    222active users28.7B tokens · 23% adoption · $24.9K est. cost222 active users23% adoption28.7B tokens$24.9K estimated cost

OpenAI 89 models

About OpenAI
  • GPT-6.1 Solgpt-6.1-sol
    665active users3.8T tokens · 69% adoption · $935.6K est. cost665 active users69% adoption3.8T tokens$935.6K estimated cost
  • GPT-6 Astragpt-6-astra
    566active users1.2T tokens · 59% adoption · $2M est. cost566 active users59% adoption1.2T tokens$2M estimated cost
  • GPT-6 Lunagpt-6-luna
    434active users996.5B tokens · 45% adoption · $17.7K est. cost434 active users45% adoption996.5B tokens$17.7K estimated cost
  • Codex Auto Reviewcodex-auto-review
    289active users69B tokens · 30% adoption · $2.2K est. cost289 active users30% adoption69B tokens$2.2K estimated cost
  • GPT-6.1 Terragpt-6.1-terra
    272active users478.8B tokens · 28% adoption · $33.1K est. cost272 active users28% adoption478.8B tokens$33.1K estimated cost

DeepSeek 81 models

About DeepSeek
  • DeepSeek V4.1 Flashdeepseek-v4.1-flash
    225active users695.9B tokens · 23% adoption · $8.1K est. cost225 active users23% adoption695.9B tokens$8.1K estimated cost
  • DeepSeek V4.1 Flash Freedeepseek-v4.1-flash-free
    142active users27.3B tokens · 15% adoption · $45 est. cost142 active users15% adoption27.3B tokens$45 estimated cost
  • DeepSeek Flashdeepseek-flash
    121active users309.4B tokens · 13% adoption · $4K est. cost121 active users13% adoption309.4B tokens$4K estimated cost
  • DeepSeek V4.1 Flash 1017deepseek-v4.1-flash-1017
    77active users77.3B tokens · 8.0% adoption · $1.3K est. cost77 active users8.0% adoption77.3B tokens$1.3K estimated cost
  • DeepSeek V4 Flashdeepseek-v4-flash
    51active users10.1B tokens · 5.3% adoption · $508 est. cost51 active users5.3% adoption10.1B tokens$508 estimated cost

Z.ai 61 models

About Z.ai
  • GLM-5.3 Flashglm-5.3-flash
    170active users120.7B tokens · 18% adoption · $3.6K est. cost170 active users18% adoption120.7B tokens$3.6K estimated cost
  • GLM-5.3glm-5.3
    139active users95.7B tokens · 14% adoption · $25.4K est. cost139 active users14% adoption95.7B tokens$25.4K estimated cost
  • GLM-5.3 Flash Freeglm-5.3-flash-free
    85active users2.3B tokens · 8.8% adoption · $3 est. cost85 active users8.8% adoption2.3B tokens$3 estimated cost
  • GLM-5 3 Flashglm-5-3-flash
    15active users4.2B tokens · 1.6% adoption · $146 est. cost15 active users1.6% adoption4.2B tokens$146 estimated cost
  • GLM-5.2glm-5.2
    13active users1.3B tokens · 1.4% adoption · $56 est. cost13 active users1.4% adoption1.3B tokens$56 estimated cost

Google 72 models

About Google
  • Gemini 3.8 Flash Ngemini-3.8-flash-n
    140active users58B tokens · 15% adoption · $8.7K est. cost140 active users15% adoption58B tokens$8.7K estimated cost
  • Gemini 4 Argongemini-4-argon
    82active users82B tokens · 8.5% adoption · $18.3K est. cost82 active users8.5% adoption82B tokens$18.3K estimated cost
  • Gemini 4 Argon Trialgemini-4-argon-trial
    76active users3.3B tokens · 7.9% adoption · $1.1K est. cost76 active users7.9% adoption3.3B tokens$1.1K estimated cost
  • Gemini 3.8 Flashgemini-3.8-flash
    66active users37B tokens · 6.9% adoption · $4.7K est. cost66 active users6.9% adoption37B tokens$4.7K estimated cost
  • Gemini 3.8 Flash Tieredgemini-3.8-flash-tiered
    36active users9.6B tokens · 3.7% adoption · $1.5K est. cost36 active users3.7% adoption9.6B tokens$1.5K estimated cost

xAI 45 models

About xAI
  • Grok 4.7grok-4.7
    131active users34.9B tokens · 14% adoption · $23.7K est. cost131 active users14% adoption34.9B tokens$23.7K estimated cost
  • Grok 4.6grok-4.6
    41active users4.4B tokens · 4.3% adoption · $1.7K est. cost41 active users4.3% adoption4.4B tokens$1.7K estimated cost
  • Grok Bot Defaultgrok-bot-default
    30active users5.4B tokens · 3.1% adoption · $3.6K est. cost30 active users3.1% adoption5.4B tokens$3.6K estimated cost
  • Grok 4.7 Build Fastgrok-4.7-build-fast
    25active users3.3B tokens · 2.6% adoption · $3.2K est. cost25 active users2.6% adoption3.3B tokens$3.2K estimated cost
  • Grok Bot Automationgrok-bot-automation
    20active users1.5B tokens · 2.1% adoption · $1.1K est. cost20 active users2.1% adoption1.5B tokens$1.1K estimated cost

Meta 25 models

About Meta
  • Muse Spark 1.3 Contributormuse-spark-1.3-contributor
    58active users70.5B tokens · 6.0% adoption · $532 est. cost58 active users6.0% adoption70.5B tokens$532 estimated cost
  • Muse Spark 1.3 Contributor Freemuse-spark-1.3-contributor-free
    48active users5B tokens · 5.0% adoption · no price48 active users5.0% adoption5B tokens— estimated cost
  • Muse Spark 1.3muse-spark-1.3
    21active users6.7B tokens · 2.2% adoption · $747 est. cost21 active users2.2% adoption6.7B tokens$747 estimated cost
  • Muse Wonder 1.0muse-wonder-1.0
    17active users408.2M tokens · 1.8% adoption · $170 est. cost17 active users1.8% adoption408.2M tokens$170 estimated cost
  • Muse Wonder Full 1.0muse-wonder-full-1.0
    10active users3.1B tokens · 1.0% adoption · $50 est. cost10 active users1.0% adoption3.1B tokens$50 estimated cost

MiniMax 19 models

About MiniMax
  • MiniMax M3.1 Flash Freeminimax-m3.1-flash-free
    56active users60.9B tokens · 5.8% adoption · $42 est. cost56 active users5.8% adoption60.9B tokens$42 estimated cost
  • MiniMax M3.1 Flashminimax-m3.1-flash
    40active users15.1B tokens · 4.2% adoption · $334 est. cost40 active users4.2% adoption15.1B tokens$334 estimated cost
  • MiniMax M3minimax-m3
    27active users3.4B tokens · 2.8% adoption · $116 est. cost27 active users2.8% adoption3.4B tokens$116 estimated cost
  • MiniMax M3.1 Flash Previewminimax-m3.1-flash-preview
    12active users3.1B tokens · 1.2% adoption · $9 est. cost12 active users1.2% adoption3.1B tokens$9 estimated cost
  • MiniMax M2.7minimax-m2.7
    6active users175.5M tokens · 0.6% adoption · $18 est. cost6 active users0.6% adoption175.5M tokens$18 estimated cost

Moonshot AI 24 models

About Moonshot AI
  • Kimi K3kimi-k3
    56active users6.2B tokens · 5.8% adoption · $2K est. cost56 active users5.8% adoption6.2B tokens$2K estimated cost
  • Kimi K3.1 Prokimi-k3.1-pro
    39active users3.3B tokens · 4.1% adoption · $1.2K est. cost39 active users4.1% adoption3.3B tokens$1.2K estimated cost
  • Kimi K2.7 Codekimi-k2.7-code
    17active users112.5M tokens · 1.8% adoption · $26 est. cost17 active users1.8% adoption112.5M tokens$26 estimated cost
  • Kimi For Codingkimi-for-coding
    13active users1B tokens · 1.4% adoption · $219 est. cost13 active users1.4% adoption1B tokens$219 estimated cost
  • Kimi K3 1kimi-k3-1
    8active users64.4M tokens · 0.8% adoption · $26 est. cost8 active users0.8% adoption64.4M tokens$26 estimated cost

Xiaomi 13 models

  • MiMo V2.6 Flash Freemimo-v2.6-flash-free
    47active users1.4B tokens · 4.9% adoption · <$1 est. cost47 active users4.9% adoption1.4B tokens<$1 estimated cost
  • MiMo V2.6 Promimo-v2.6-pro
    39active users6.8B tokens · 4.1% adoption · $39 est. cost39 active users4.1% adoption6.8B tokens$39 estimated cost
  • MiMo V2.6 Flashmimo-v2.6-flash
    23active users1.8B tokens · 2.4% adoption · $4 est. cost23 active users2.4% adoption1.8B tokens$4 estimated cost
  • MiMo V2.5mimo-v2.5
    5active users50.2M tokens · 0.5% adoption · $2 est. cost5 active users0.5% adoption50.2M tokens$2 estimated cost
  • MiMo V2.5 Promimo-v2.5-pro
    3active users62.8M tokens · 0.3% adoption · $2 est. cost3 active users0.3% adoption62.8M tokens$2 estimated cost

StepFun 4 models

  • Step 5 Previewstep-5-preview
    30active users667.6M tokens · 3.1% adoption · $34 est. cost30 active users3.1% adoption667.6M tokens$34 estimated cost
  • Step 5 Preview Freestep-5-preview-free
    20active users1.6B tokens · 2.1% adoption · <$1 est. cost20 active users2.1% adoption1.6B tokens<$1 estimated cost
  • Step 3.7 Flash Freestep-3.7-flash-free
    6active users3.4M tokens · 0.6% adoption · <$1 est. cost6 active users0.6% adoption3.4M tokens<$1 estimated cost
  • Step 5 Lateststep-5-latest
    1active users58.5K tokens · 0.1% adoption · no price1 active users0.1% adoption58.5K tokens— estimated cost

NVIDIA 19 models

About NVIDIA
  • Nemotron 3.5 Super VL Freenemotron-3.5-super-vl-free
    29active users758.3M tokens · 3.0% adoption · no price29 active users3.0% adoption758.3M tokens— estimated cost
  • Nemotron 3.5 Lightning Freenemotron-3.5-lightning-free
    20active users237.8M tokens · 2.1% adoption · no price20 active users2.1% adoption237.8M tokens— estimated cost
  • Nemotron 3 Ultra Freenemotron-3-ultra-free
    11active users47.1M tokens · 1.1% adoption · no price11 active users1.1% adoption47.1M tokens— estimated cost
  • Nemotron 3 Ultra 550B A55B Freenemotron-3-ultra-550b-a55b-free
    10active users149.3M tokens · 1.0% adoption · no price10 active users1.0% adoption149.3M tokens— estimated cost
  • Nemotron 3.5 Super VLnemotron-3.5-super-vl
    5active users246.1M tokens · 0.5% adoption · $16 est. cost5 active users0.5% adoption246.1M tokens$16 estimated cost

Meituan 5 models

  • LongCat 2.5 Preview Freelongcat-2.5-preview-free
    21active users1.9B tokens · 2.2% adoption · <$1 est. cost21 active users2.2% adoption1.9B tokens<$1 estimated cost
  • LongCat 2.0longcat-2.0
    3active users13.8M tokens · 0.3% adoption · <$1 est. cost3 active users0.3% adoption13.8M tokens<$1 estimated cost
  • LongCat 2.5longcat-2.5
    1active users12.7M tokens · 0.1% adoption · no price1 active users0.1% adoption12.7M tokens— estimated cost
  • LongCat 2.5 Freelongcat-2.5-free
    1active users621K tokens · 0.1% adoption · no price1 active users0.1% adoption621K tokens— estimated cost
  • LongCat 2.5 Preview Free Opencode Golongcat-2.5-preview-free-opencode-go
    1active users39.4K tokens · 0.1% adoption · no price1 active users0.1% adoption39.4K tokens— estimated cost

Alibaba 81 models

About Alibaba
  • Qwen3.8 Flashqwen3.8-flash
    18active users6.9B tokens · 1.9% adoption · $11 est. cost18 active users1.9% adoption6.9B tokens$11 estimated cost
  • Qwen3.8 Maxqwen3.8-max
    17active users6.2B tokens · 1.8% adoption · $462 est. cost17 active users1.8% adoption6.2B tokens$462 estimated cost
  • Qwen3.8 27Bqwen3.8-27b
    6active users197.6M tokens · 0.6% adoption · $1 est. cost6 active users0.6% adoption197.6M tokens$1 estimated cost
  • Qwen3.8 Flash Nextqwen3.8-flash-next
    6active users444.7M tokens · 0.6% adoption · $1 est. cost6 active users0.6% adoption444.7M tokens$1 estimated cost
  • Qwen3 Coder Nextqwen3-coder-next
    4active users4.6M tokens · 0.4% adoption · $2 est. cost4 active users0.4% adoption4.6M tokens$2 estimated cost

Cursor 2 models

About Cursor
  • Composer 2.5 Fastcomposer-2.5-fast
    15active users207.5M tokens · 1.6% adoption · $155 est. cost15 active users1.6% adoption207.5M tokens$155 estimated cost
  • Composer 2.5composer-2.5
    9active users3.3B tokens · 0.9% adoption · $982 est. cost9 active users0.9% adoption3.3B tokens$982 estimated cost

Inception 3 models

  • Mercury 3mercury-3
    5active users939.7M tokens · 0.5% adoption · $22 est. cost5 active users0.5% adoption939.7M tokens$22 estimated cost
  • Mercury 2mercury-2
    1active users56 tokens · 0.1% adoption · <$1 est. cost1 active users0.1% adoption56 tokens<$1 estimated cost
  • Mercury 3 Openroutermercury-3-openrouter
    1active users2.4M tokens · 0.1% adoption · no price1 active users0.1% adoption2.4M tokens— estimated cost

Mistral 5 models

About Mistral
  • Mistral Large 4mistral-large-4
    4active users47.1M tokens · 0.4% adoption · $7 est. cost4 active users0.4% adoption47.1M tokens$7 estimated cost
  • Mistral Large Latestmistral-large-latest
    2active users2.3M tokens · 0.2% adoption · <$1 est. cost2 active users0.2% adoption2.3M tokens<$1 estimated cost
  • Mistral Medium 3 5mistral-medium-3-5
    1active users45.4K tokens · 0.1% adoption · <$1 est. cost1 active users0.1% adoption45.4K tokens<$1 estimated cost
  • Mistral Medium Latestmistral-medium-latest
    1active users3.5M tokens · 0.1% adoption · $1 est. cost1 active users0.1% adoption3.5M tokens$1 estimated cost
  • Mistral Small 3.2 24B Instructmistral-small-3.2-24b-instruct
    1active users9.3K tokens · 0.1% adoption · <$1 est. cost1 active users0.1% adoption9.3K tokens<$1 estimated cost

Upstage 2 models

  • Solar Mini4solar-mini4
    4active users21M tokens · 0.4% adoption · <$1 est. cost4 active users0.4% adoption21M tokens<$1 estimated cost
  • Solar Mini4 Freesolar-mini4-free
    4active users3M tokens · 0.4% adoption · <$1 est. cost4 active users0.4% adoption3M tokens<$1 estimated cost

Arcee AI 1 model

  • Trinity Large Thinkingtrinity-large-thinking
    1active users5.5K tokens · 0.1% adoption · <$1 est. cost1 active users0.1% adoption5.5K tokens<$1 estimated cost

Lab unknown 360 models

  • Beam Freebeam-free
    49active users4.9B tokens · 5.1% adoption · no price49 active users5.1% adoption4.9B tokens— estimated cost
  • Big Picklebig-pickle
    46active users927.2M tokens · 4.8% adoption · $123 est. cost46 active users4.8% adoption927.2M tokens$123 estimated cost
  • Summariessummaries
    42active users15.8B tokens · 4.4% adoption · $1.4K est. cost42 active users4.4% adoption15.8B tokens$1.4K estimated cost
  • K3.1 Prok3.1-pro
    29active users32B tokens · 3.0% adoption · $199 est. cost29 active users3.0% adoption32B tokens$199 estimated cost
  • Space Bunny Freespace-bunny-free
    28active users2.6B tokens · 2.9% adoption · no price28 active users2.9% adoption2.6B tokens— estimated cost

Adoption is the share of the 961 accounts active in this period that used the model. Models with no identified lab are listed under “Lab unknown”. Cost is estimated from public list prices. Methodology